The vast majority of job listings posted on ZipRecruiter are authentic roles created by legitimate companies, small business owners, and verified human resource agencies seeking active talent. However, because thousands of jobs are aggregated or posted daily, fraudulent or scam listings occasionally slip past initial automated filters. Candidates should remain vigilant by cross-referencing listings with the hiring company's official corporate website and verifying that communication occurs via official corporate domain emails.